How AI can help with SBOM work under the Cyber Resilience Act
For many companies, the Cyber Resilience Act creates an uncomfortable reality: the requirements are technical, regulatory, and organizational at the same time. When it comes to the SBOM, the software bill of materials, the issue is transparency across the software supply chain, reliable processes, and the practical question of how all of this can actually be implemented inside the company.
Most organizations are dealing with grown structures around third-party code, commercial third-party products, and open-source components. Dependencies need to be identified, documented, and maintained. For some organizations, that is still new territory. This is exactly where artificial intelligence can help. Not as a replacement for responsibility, architecture, or security, but as an accelerator for analysis, structuring, and documentation. Anyone who takes the CRA seriously should not only talk about obligations, but also about a realistic way to implement them.
Important note: I am not a lawyer, and this article is not legal advice. A binding legal assessment can only be provided by a qualified attorney in the specific individual case. This article is intended to offer guidance to companies and cannot replace legal counsel.
Key takeaways
- The CRA entered into force on December 10, 2024 and applies in principle from December 11, 2027.
- The reporting obligations under Article 14 already apply from September 11, 2026.
- Under the CRA, an SBOM is part of robust vulnerability handling, not just a file attachment.
- AI can help with inventory, prioritization, documentation, and process support.
- A sensible implementation is always individual and should fit the company’s product landscape.
What is the Cyber Resilience Act?
The Cyber Resilience Act, Regulation (EU) 2024/2847, introduces horizontal cybersecurity requirements for products with digital elements in the European market. That includes not only classic hardware products, but also software and components where they fall within scope. The core idea is clear: products should be developed more securely, delivered more securely, and supported reliably throughout their lifecycle.
For manufacturers, this means that security requirements have to be considered systematically, vulnerabilities have to be handled properly, updates have to be organized, and technical documentation has to be maintained in a traceable way. The CRA therefore does not only evaluate the finished product. It also looks at the quality of the processes behind it.
When does the CRA apply?
The timing matters. The Cyber Resilience Act was published in the Official Journal of the European Union on November 20, 2024 and entered into force on December 10, 2024. It becomes fully applicable on December 11, 2027. Some obligations apply earlier, however. Chapter IV on notifying conformity assessment bodies applies from June 11, 2026. The reporting obligations under Article 14 already apply from September 11, 2026.
Companies should not read this as a reason to postpone action. Quite the opposite. Starting early is the sensible path. Anyone who waits until late 2027 will run into problems, because technical documentation, supply-chain transparency, roles, processes, and evidence cannot be built responsibly at the last minute.
Why the SBOM matters so much under the CRA
The SBOM, the software bill of materials, is essentially a structured overview of the software components and dependencies contained in a product. Components and vulnerabilities can only be identified if those components are known and the dependencies are actively managed. Every software manufacturer therefore has to document the SBOM in a commonly used and machine-readable format that covers at least top-level dependencies.
This makes one thing very clear: an SBOM is not a compliance artifact for a drawer. It is the basis for understanding which components are inside a product, which vulnerabilities may arise from them, and how quickly a company needs to react to new findings. Without that transparency, vulnerability management often remains little more than a claim.
At the same time, not every company starts from the same point. Some organizations already have mature build pipelines and dependency management. Others are dealing with historically grown systems, distributed responsibilities, or unclear supplier contributions. That is exactly why the road to an SBOM is always company-specific.
How AI can help with SBOM implementation
AI cannot fulfill the CRA for you. But it can make the path there significantly more efficient. The first major lever is visibility and structure across technical landscapes. AI can help bring together codebases, package lists, build artifacts, and fragments of documentation more quickly, and turn them into a clearer picture of the actual component landscape.
A second lever is prioritization. An SBOM alone does not create governance. What matters is whether a company can derive from it which components are critical, where known vulnerabilities exist, which products are affected, and which measures should be implemented first. AI can help reveal patterns, merge data sources, and support teams in classifying risk.
A third lever is documentation. Many companies do not fail because technology is missing, but because evidence is incomplete or inconsistent. AI can help translate technical information into understandable work products, create draft technical documentation, and speed up coordination between development, security, product management, and leadership.
Finally, AI can support recurring processes: triage, classification, monitoring, workflow support, and the assessment of changes across the software supply chain. The real value only appears when this support is embedded into a robust process. AI without governance quickly creates additional uncertainty instead.
Where SilverQ can add value
SilverQ can support companies exactly where regulatory requirements meet technical reality. A sensible starting point begins with the question of what is actually affected inside the company. Which products fall under the CRA? What does the component landscape look like? Which roles, processes, and evidence already exist? And where does AI genuinely help?
Especially with SBOM work, a one-size-fits-all approach is risky. A company with a modern CI/CD pipeline needs different support from a provider dealing with legacy shares, multiple suppliers, or weakly documented components. SilverQ can help make that distinction clearly visible and derive a pragmatic path from it.
- Assessment of CRA scope for concrete products and product families
- Inventory of existing component, process, and documentation data
- Design of a practical SBOM target state aligned with vulnerability handling and technical documentation
- Identification of meaningful AI use cases instead of unfocused tool adoption
- Development of an approach that fits the company’s maturity, supply chain, and governance, for example through an open-source policy or better governance for third-party software
The goal is a reliable, traceable, and organizationally sustainable path that allows the company to meet its CRA obligations in a sensible way. That is exactly where individual guidance becomes valuable.
What qualifies us
We bring many years of experience in the analysis of FOSS, free and open-source software. As open-source officers, as contacts for the FOSS departments of major enterprises, and in the technical implementation of documentation for legacy systems. We do not only help customers meet requirements. We also help them build lasting awareness and practical value in how they manage third-party software and open-source components.
Conclusion
The Cyber Resilience Act increases pressure on companies to create transparency about their software components and the way they handle vulnerabilities. The SBOM is a central building block in that effort. AI can help build that block faster and in a more structured way, without replacing responsibility or governance.
Because every company starts with a different product landscape, a different supply chain, and a different level of maturity, implementation is never identical. That is exactly why an individual perspective is worth it. SilverQ helps companies move forward with a robust implementation path that fits the business. We turn regulatory pressure into practical value for your company.
Take a pragmatic approach to CRA and SBOM
Would you like to clarify which CRA obligations matter for your products and where AI can meaningfully support SBOM, documentation, and governance? SilverQ helps with an individual assessment and a reliable path to implementation.